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Senior Machine Learning Engineer

4 weeks ago

Montreal, Quebec, Canada Reliant AI Full time

About Reliant AI:

We are a cutting-edge technology company that leverages generative AI to revolutionize the way we analyze information. Our mission is to empower users with comprehensive, factual answers to even the most complex queries.

Our Approach:

We combine our expertise in reinforcement learning and natural language processing to develop innovative machine learning solutions. Our team of scientists, builders, and entrepreneurs is dedicated to bridging the gap between AI research and industry applications.

The Role:

We are seeking a senior engineer with experience in software engineering and machine learning infrastructure. The ideal candidate will work closely with cross-functional teams to design and deploy ML algorithms, models, and systems that drive insights and automation within our platform.

Key Responsibilities:

  • Develop generative AI models for information extraction and data analysis.
  • Design and implement machine learning models and algorithms optimized for high-recall and high-accuracy use cases.
  • Analyze large datasets to extract meaningful insights for improving and serving the output of generative models.
  • Train and improve generative models using state-of-the-art supervised and reinforcement learning techniques.
  • Deploy machine learning models using standard deep learning libraries and toolsets.
  • Monitor model performance, identify areas for improvement, and iterate on existing solutions.
  • Collaborate with software engineers, product managers, and stakeholders to integrate machine learning features into our data platform.
  • Stay up-to-date with the latest developments in machine learning and quickly build prototypes to create user engagement.

Requirements:

  • Bachelor's, Master's, or PhD degree in Computer Science, Machine Learning, Data Science, or a related field.
  • Proven experience (5+ years) in designing and implementing machine learning models.
  • Expert proficiency in Python or a related programming language.
  • Strong proficiency in a machine learning framework such as PyTorch, TensorFlow, or Jax.
  • Strong problem-solving skills and the ability to work in a fast-paced, collaborative environment.
  • Excellent communication skills to explain complex technical concepts to the broader software development team and non-technical stakeholders.

We are an equal opportunities employer and welcome applications from all qualified candidates.